77 citations · 479 across the 36 of their papers we have counts for
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cs.CL2018★ 15 cited
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks
João Loula, Marco Baroni, Brenden M. Lake
Systematic compositionality is the ability to recombine meaningful units with regular and predictable outcomes, and it's seen as key to humans' capacity for generalization in langu…
cs.CL2018★ 27 cited
Learning Inductive Biases with Simple Neural Networks
Reuben Feinman, Brenden M. Lake
People use rich prior knowledge about the world in order to efficiently learn new concepts. These priors - also known as "inductive biases" - pertain to the space of internal model…